Variational Rectified Flow Matching

We study Variational Rectified Flow Matching, a framework that enhances classic rectified flow matching by modeling multi-modal velocity vector-fields. At inference time, classic rectified flow matching ‘moves’ samples from a source distribution to the target distribution by solving an ordinary differential equation via integration along a velocity vector-field. At training time, the velocity vector-field is …

ML 17715 architecture diagram

Build a scalable AI video generator using Amazon SageMaker AI and CogVideoX

In recent years, the rapid advancement of artificial intelligence and machine learning (AI/ML) technologies has revolutionized various aspects of digital content creation. One particularly exciting development is the emergence of video generation capabilities, which offer unprecedented opportunities for companies across diverse industries. This technology allows for the creation of short video clips that can be …

Krea co-founder is considering open-sourcing their new model trained in collaboration with Black Forest Labs – Maybe go there and leave an encouraging comment?

https://preview.redd.it/j6qshjdiao7f1.jpg?width=1182&format=pjpg&auto=webp&s=9f5da751e086c7c3a8cd882f5b7648211daae50c https://reddit.com/link/1leexi9/video/bs096nikao7f1/player Link to the post: https://x.com/viccpoes/status/1934983545233277428 submitted by /u/LatentSpacer [link] [comments]

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Correcting the Record: Palantir’s Support to the US Government is Not a Political Football

Editor’s Note: This post provides a detailed rebuttal of the multitude of misguided assertions presented in a letter received from Sen. Wyden, Rep. Ocasio-Cortez, et al., dated June 17, 2025. Our formal response to the letter is here. Introduction As a company founded in the wake of the September 11th attacks with a dual focus of …